Discover Your Competition in LTE: Client-Based Passive Data Rate Prediction by Machine Learning
indicator about the currently achievable data rate. For this reason, the mobile device will only see what it obtains from the network once it actively sends data. A passive estimation in advance is therefore [...] perform a data rate prediction for the current LTE link. Compared to an earlier work, our approach reduces the average prediction error below one third. Applied in public networks, the predicted data rate differs [...] Conference (GLOBECOM) , Singapore, pp. 1–7, December 2017. Abstract: To receive the highest possible data rate or/and the most reliable connection, the User Equipment (UE) may want to choose between different …